The crayon slipped from Amelia's fingers, scattering across the polished wood of the kitchen table. She stared at the drawing, her breath hitching in her chest. A lanky figure with mismatched socks and a perpetual grin, exactly as she'd remembered him. The same one that had occupied her youthful imagination, the one she’d christened "Wiggles." Her niece, Lily, at five years old, had produced a drawing of Wiggles. He had been gone for decades. Amelia felt a coldness spread from her core, a chill that seemed to seep into her very bones.

"Lily, sweetie, who is this?" Amelia asked, her voice barely a whisper. She couldn't look Lily in the eye.

Lily beamed, pointing to the artwork. "That's Giggle-Wiggles! He plays with me in the garden." Amelia’s hands trembled as she picked up the drawing, a sudden vertigo making her head spin. The scent of fresh-baked cookies, usually comforting, now felt cloying and unreal. She needed to sit down.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290